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<h1 id="index">Index</h1>

<div class="genindex-jumpbox">
 <a href="#A"><strong>A</strong></a>
 | <a href="#B"><strong>B</strong></a>
 | <a href="#C"><strong>C</strong></a>
 | <a href="#D"><strong>D</strong></a>
 | <a href="#E"><strong>E</strong></a>
 | <a href="#F"><strong>F</strong></a>
 | <a href="#G"><strong>G</strong></a>
 | <a href="#H"><strong>H</strong></a>
 | <a href="#I"><strong>I</strong></a>
 | <a href="#L"><strong>L</strong></a>
 | <a href="#M"><strong>M</strong></a>
 | <a href="#N"><strong>N</strong></a>
 | <a href="#O"><strong>O</strong></a>
 | <a href="#P"><strong>P</strong></a>
 | <a href="#R"><strong>R</strong></a>
 | <a href="#S"><strong>S</strong></a>
 | <a href="#T"><strong>T</strong></a>
 | <a href="#V"><strong>V</strong></a>
 | <a href="#W"><strong>W</strong></a>
 | <a href="#Z"><strong>Z</strong></a>
 
</div>
<h2 id="A">A</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="notebook.html#notebook.Notebook.add_records_from">add_records_from() (notebook.Notebook method)</a>
</li>
      <li><a href="image_generator.html#image_generator.apply_default_transformations">apply_default_transformations() (in module image_generator)</a>
</li>
      <li><a href="controller.html#controller.Controller.ask">ask() (controller.Controller method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="augmenter.html#augmenter.augment_by_policy">augment_by_policy() (in module augmenter)</a>
</li>
      <li><a href="controller.html#controller.augment_type_chooser">augment_type_chooser() (in module controller)</a>
</li>
      <li><a href="augmenter.html#module-augmenter">augmenter (module)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="B">B</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="build_features.html#module-build_features">build_features (module)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="C">C</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="objective.html#objective.Objective.calculate_reward">calculate_reward() (objective.Objective method)</a>
</li>
      <li><a href="lib.decorators.html#decorators.check_df_arg_nonempty">check_df_arg_nonempty() (in module decorators)</a>
</li>
      <li><a href="lib.decorators.html#decorators.check_df_arg_nonempty_at">check_df_arg_nonempty_at() (in module decorators)</a>
</li>
      <li><a href="controller.html#controller.Controller">Controller (class in controller)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="controller.html#module-controller">controller (module)</a>
</li>
      <li><a href="lib.decorators.html#decorators.Reporter.counter">counter() (decorators.Reporter static method)</a>
</li>
      <li><a href="lib.cutout.html#cutout.create_cutout_mask">create_cutout_mask() (in module cutout)</a>
</li>
      <li><a href="lib.cutout.html#module-cutout">cutout (module)</a>
</li>
      <li><a href="lib.cutout.html#cutout.cutout_numpy">cutout_numpy() (in module cutout)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="D">D</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="build_features.html#build_features.DataOp">DataOp (class in build_features)</a>
</li>
      <li><a href="lib.decorators.html#decorators.decorator_with_argumets">decorator_with_argumets() (in module decorators)</a>
</li>
      <li><a href="lib.decorators.html#module-decorators">decorators (module)</a>
</li>
      <li><a href="deepaugment.deepaugment.html#deepaugment.deepaugment.DeepAugment">DeepAugment (class in deepaugment.deepaugment)</a>
</li>
      <li><a href="deepaugment.html#module-deepaugment">deepaugment (module)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="deepaugment.deepaugment.html#module-deepaugment.deepaugment">deepaugment.deepaugment (module)</a>
</li>
      <li><a href="image_generator.html#image_generator.deepaugment_image_generator">deepaugment_image_generator() (in module image_generator)</a>
</li>
      <li><a href="augmenter.html#augmenter.denormalize">denormalize() (in module augmenter)</a>
</li>
      <li><a href="lib.pandas_utilities.html#pandas_utilities.df_correlations">df_correlations() (in module pandas_utilities)</a>
</li>
      <li><a href="deepaugment.deepaugment.html#deepaugment.deepaugment.DeepAugment.do_initial_training">do_initial_training() (deepaugment.deepaugment.DeepAugment method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="E">E</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="objective.html#objective.Objective.evaluate">evaluate() (objective.Objective method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="deepaugment.deepaugment.html#deepaugment.deepaugment.DeepAugment.evaluate_objective_func_without_augmentation">evaluate_objective_func_without_augmentation() (deepaugment.deepaugment.DeepAugment method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="F">F</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="build_features.html#build_features.DataOp.find_num_classes">find_num_classes() (build_features.DataOp static method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="G">G</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="notebook.html#notebook.get_folder_path">get_folder_path() (in module notebook)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="notebook.html#notebook.Notebook.get_top_policies">get_top_policies() (notebook.Notebook method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="H">H</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="lib.helpers.html#module-helpers">helpers (module)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="I">I</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="image_generator.html#module-image_generator">image_generator (module)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="controller.html#controller.Controller.init_random_search">init_random_search() (controller.Controller method)</a>
</li>
      <li><a href="controller.html#controller.Controller.init_skopt">init_skopt() (controller.Controller method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="L">L</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="build_features.html#build_features.DataOp.load">load() (build_features.DataOp static method)</a>
</li>
      <li><a href="deepaugment.deepaugment.html#deepaugment.deepaugment.DeepAugment.load_and_preprocess_data">load_and_preprocess_data() (deepaugment.deepaugment.DeepAugment method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="lib.helpers.html#helpers.log_and_print">log_and_print() (in module helpers)</a>
</li>
      <li><a href="lib.decorators.html#decorators.Reporter.logger">logger() (decorators.Reporter static method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="M">M</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="lib.decorators.html#decorators.Reporter.matrix_gossiper">matrix_gossiper() (decorators.Reporter static method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="lib.decorators.html#decorators.multi_element_argument">multi_element_argument() (in module decorators)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="N">N</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="augmenter.html#augmenter.normalize">normalize() (in module augmenter)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="notebook.html#notebook.Notebook">Notebook (class in notebook)</a>
</li>
      <li><a href="notebook.html#module-notebook">notebook (module)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="O">O</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="objective.html#objective.Objective">Objective (class in objective)</a>
</li>
      <li><a href="objective.html#module-objective">objective (module)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="controller.html#controller.Controller.opt">opt (controller.Controller attribute)</a>
</li>
      <li><a href="deepaugment.deepaugment.html#deepaugment.deepaugment.DeepAugment.optimize">optimize() (deepaugment.deepaugment.DeepAugment method)</a>
</li>
      <li><a href="notebook.html#notebook.Notebook.output_top_policies">output_top_policies() (notebook.Notebook method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="P">P</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="lib.pandas_utilities.html#module-pandas_utilities">pandas_utilities (module)</a>
</li>
      <li><a href="lib.visualize.html#visualize.PlotOp.plot_heatmap">plot_heatmap() (visualize.PlotOp static method)</a>
</li>
      <li><a href="lib.visualize.html#visualize.PlotOp.plot_heatmap_of_uppertriangle">plot_heatmap_of_uppertriangle() (visualize.PlotOp static method)</a>
</li>
      <li><a href="lib.visualize.html#visualize.PlotOp.plot_heatmap_with_altair">plot_heatmap_with_altair() (visualize.PlotOp static method)</a>
</li>
      <li><a href="lib.visualize.html#visualize.PlotOp.plot_mutation_percentage">plot_mutation_percentage() (visualize.PlotOp static method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="lib.visualize.html#visualize.PlotOp.plot_volcano">plot_volcano() (visualize.PlotOp static method)</a>
</li>
      <li><a href="lib.visualize.html#visualize.PlotOp">PlotOp (class in visualize)</a>
</li>
      <li><a href="build_features.html#build_features.DataOp.preprocess">preprocess() (build_features.DataOp static method)</a>
</li>
      <li><a href="build_features.html#build_features.DataOp.preprocess_normal">preprocess_normal() (build_features.DataOp static method)</a>
</li>
      <li><a href="lib.visualize.html#visualize.PlotOp.pvalue_qq_plot">pvalue_qq_plot() (visualize.PlotOp method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="R">R</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="image_generator.html#image_generator.random_flip">random_flip() (in module image_generator)</a>
</li>
      <li><a href="controller.html#controller.Controller.random_search_space">random_search_space (controller.Controller attribute)</a>
</li>
      <li><a href="lib.pandas_utilities.html#pandas_utilities.rank_in_group">rank_in_group() (in module pandas_utilities)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="notebook.html#notebook.Notebook.record">record() (notebook.Notebook method)</a>
</li>
      <li><a href="lib.decorators.html#decorators.Reporter">Reporter (class in decorators)</a>
</li>
      <li><a href="run_full_model.html#module-run_full_model">run_full_model (module)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="S">S</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="build_features.html#build_features.DataOp.sample_validation_set">sample_validation_set() (build_features.DataOp static method)</a>
</li>
      <li><a href="notebook.html#notebook.Notebook.save">save() (notebook.Notebook method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="lib.decorators.html#decorators.singleton">singleton() (in module decorators)</a>
</li>
      <li><a href="build_features.html#build_features.DataOp.split_train_val_sets">split_train_val_sets() (build_features.DataOp static method)</a>
</li>
      <li><a href="lib.pandas_utilities.html#pandas_utilities.summary">summary() (in module pandas_utilities)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="T">T</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="controller.html#controller.Controller.tell">tell() (controller.Controller method)</a>
</li>
      <li><a href="image_generator.html#image_generator.test_deepaugment_image_generator">test_deepaugment_image_generator() (in module image_generator)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="lib.decorators.html#decorators.Reporter.timer">timer() (decorators.Reporter static method)</a>
</li>
      <li><a href="augmenter.html#augmenter.transform">transform() (in module augmenter)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="V">V</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="lib.visualize.html#module-visualize">visualize (module)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="W">W</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="wide_res_net.html#module-wide_res_net">wide_res_net (module)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="wide_res_net.html#wide_res_net.WideResidualNetwork">WideResidualNetwork() (in module wide_res_net)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="Z">Z</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="image_generator.html#image_generator.zero_pad_and_crop">zero_pad_and_crop() (in module image_generator)</a>
</li>
  </ul></td>
</tr></table>



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